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2021

Journal Article

Phenotypic covariance across the entire spectrum of relatedness for 86 billion pairs of individuals

Kemper, Kathryn E., Yengo, Loic, Zheng, Zhili, Abdellaoui, Abdel, Keller, Matthew C., Goddard, Michael E., Wray, Naomi R., Yang, Jian and Visscher, Peter M. (2021). Phenotypic covariance across the entire spectrum of relatedness for 86 billion pairs of individuals. Nature Communications, 12 (1) 1050, 1050. doi: 10.1038/s41467-021-21283-4

Phenotypic covariance across the entire spectrum of relatedness for 86 billion pairs of individuals

2019

Journal Article

Genotype-by-environment interactions inferred from genetic effects on phenotypic variability in the UK Biobank

Wang, Huanwei, Zhang, Futao, Zeng, Jian, Wu, Yang, Kemper, Kathryn E., Xue, Angli, Zhang, Min, Powell, Joseph E., Goddard, Michael E., Wray, Naomi R., Visscher, Peter M., McRae, Allan F. and Yang, Jian (2019). Genotype-by-environment interactions inferred from genetic effects on phenotypic variability in the UK Biobank. Science Advances, 5 (8) eaaw3538, 1-12. doi: 10.1126/sciadv.aaw3538

Genotype-by-environment interactions inferred from genetic effects on phenotypic variability in the UK Biobank

2019

Journal Article

Complex trait prediction from genome data: contrasting EBV in livestock to PRS in humans: genomic prediction

Wray, Naomi R., Kemper, Kathryn E., Hayes, Benjamin J., Goddard, Michael E. and Visscher, Peter M. (2019). Complex trait prediction from genome data: contrasting EBV in livestock to PRS in humans: genomic prediction. Genetics, 211 (4), 1131-1141. doi: 10.1534/genetics.119.301859

Complex trait prediction from genome data: contrasting EBV in livestock to PRS in humans: genomic prediction

2015

Journal Article

Improved precision of QTL mapping using a nonlinear Bayesian method in a multi-breed population leads to greater accuracy of across-breed genomic predictions

Kemper, Kathryn E., Reich, Coralie M., Bowman, Philip J., vander Jagt, Christy J., Chamberlain, Amanda J., Mason, Brett A., Hayes, Benjamin J. and Goddard, Michael E. (2015). Improved precision of QTL mapping using a nonlinear Bayesian method in a multi-breed population leads to greater accuracy of across-breed genomic predictions. Genetics Selection Evolution, 47 (1) 29. doi: 10.1186/s12711-014-0074-4

Improved precision of QTL mapping using a nonlinear Bayesian method in a multi-breed population leads to greater accuracy of across-breed genomic predictions

2015

Journal Article

How old are quantitative trait loci and how widely do they segregate?

Kemper, K. E., Hayes, B. J., Daetwyler, H. D. and Goddard, M. E. (2015). How old are quantitative trait loci and how widely do they segregate?. Journal of Animal Breeding and Genetics, 132 (2), 121-134. doi: 10.1111/jbg.12152

How old are quantitative trait loci and how widely do they segregate?

2014

Journal Article

Selection for complex traits leaves little or no classic signatures of selection

Kemper, Kathryn E., Saxton, Sarah J., Bolormaa, Sunduimijid, Hayes, Benjamin J. and Goddard, Michael E. (2014). Selection for complex traits leaves little or no classic signatures of selection. BMC Genomics, 15 (1) 246. doi: 10.1186/1471-2164-15-246

Selection for complex traits leaves little or no classic signatures of selection

2013

Journal Article

Adaptation of gastrointestinal nematode parasites to host genotype: single locus simulation models

Kemper, Kathryn E., Goddard, Michael E. and Bishop, Stephen C. (2013). Adaptation of gastrointestinal nematode parasites to host genotype: single locus simulation models. Genetics Selection Evolution, 45 (1) 14. doi: 10.1186/1297-9686-45-14

Adaptation of gastrointestinal nematode parasites to host genotype: single locus simulation models

2012

Journal Article

Long-term selection strategies for complex traits using high-density genetic markers

Kemper, K. E., Bowman, R. J., Pryce, J. E., Hayes, B. J. and Goddard, M. E. (2012). Long-term selection strategies for complex traits using high-density genetic markers. Journal of Dairy Science, 95 (8), 4646-4656. doi: 10.3168/jds.2011-5289

Long-term selection strategies for complex traits using high-density genetic markers

2012

Journal Article

Comparing linkage and association analyses in sheep points to a better way of doing GWAS

Kemper, Kathryn E., Daetwyler, Hans D., Visscher, Peter M. and Goddard, Michael E. (2012). Comparing linkage and association analyses in sheep points to a better way of doing GWAS. Genetics Research, 94 (4), 191-203. doi: 10.1017/S0016672312000365

Comparing linkage and association analyses in sheep points to a better way of doing GWAS

2011

Conference Publication

The importance of population structure on the accuracy of genomic prediction in a multi-breed sheep population

Daetwyler, H. D., Kemper, K. E., van der Werf, J. H. J. and Hayes, B. J. (2011). The importance of population structure on the accuracy of genomic prediction in a multi-breed sheep population. Association for the Advancement of Animal Breeding and Genetics, Perth, Australia, 19-21 July 2011. Perth, Australia: Association for the Advancement of Animal Breeding and Genetics.

The importance of population structure on the accuracy of genomic prediction in a multi-breed sheep population

2024

Journal Article

Potential approaches to create ultimate genotypes in crops and livestock

Hayes, Ben J., Mahony, Timothy J., Villiers, Kira, Warburton, Christie, Kemper, Kathryn E., Dinglasan, Eric, Robinson, Hannah, Powell, Owen, Voss-Fels, Kai, Godwin, Ian D. and Hickey, Lee T. (2024). Potential approaches to create ultimate genotypes in crops and livestock. Nature Genetics, 56 (11), 2310-2317. doi: 10.1038/s41588-024-01942-0

Potential approaches to create ultimate genotypes in crops and livestock

2024

Journal Article

Genetic architecture reconciles linkage and association studies of complex traits

Sidorenko, Julia, Couvy-Duchesne, Baptiste, Kemper, Kathryn E., Moen, Gunn-Helen, Bhatta, Laxmi, Åsvold, Bjørn Olav, Mägi, Reedik, Estonian Biobank Research Team, Ani, Alireza, Wang, Rujia, Nolte, Ilja M., Lifelines Cohort Study, Nolte, Ilja M., Gordon, Scott, Hayward, Caroline, Campbell, Archie, Benjamin, Daniel J., Cesarini, David, Evans, David M., Goddard, Michael E., Haley, Chris S., Porteous, David, Medland, Sarah E., Martin, Nicholas G., Snieder, Harold, Metspalu, Andres, Hveem, Kristian, Brumpton, Ben, Visscher, Peter M. and Yengo, Loic (2024). Genetic architecture reconciles linkage and association studies of complex traits. Nature Genetics, 56 (11), 2352-2360. doi: 10.1038/s41588-024-01940-2

Genetic architecture reconciles linkage and association studies of complex traits

2024

Journal Article

Brain cell-type shifts in Alzheimer’s disease, autism, and schizophrenia interrogated using methylomics and genetics

Yap, Chloe X., Vo, Daniel D., Heffel, Matthew G., Bhattacharya, Arjun, Wen, Cindy, Yang, Yuanhao, Kemper, Kathryn E., Zeng, Jian, Zheng, Zhili, Zhu, Zhihong, Hannon, Eilis, Vellame, Dorothea Seiler, Franklin, Alice, Caggiano, Christa, Wamsley, Brie, Geschwind, Daniel H., Zaitlen, Noah, Gusev, Alexander, Pasaniuc, Bogdan, Mill, Jonathan, Luo, Chongyuan and Gandal, Michael J. (2024). Brain cell-type shifts in Alzheimer’s disease, autism, and schizophrenia interrogated using methylomics and genetics. Science Advances, 10 (21) adn7655, eadn7655. doi: 10.1126/sciadv.adn7655

Brain cell-type shifts in Alzheimer’s disease, autism, and schizophrenia interrogated using methylomics and genetics

2024

Journal Article

Genetic influence on within-person longitudinal change in anthropometric traits in the UK Biobank

Kemper, Kathryn E., Sidorenko, Julia, Wang, Huanwei, Hayes, Ben J., Wray, Naomi R., Yengo, Loic, Keller, Matthew C., Goddard, Michael and Visscher, Peter M. (2024). Genetic influence on within-person longitudinal change in anthropometric traits in the UK Biobank. Nature Communications, 15 (1) 3776, 3776. doi: 10.1038/s41467-024-47802-7

Genetic influence on within-person longitudinal change in anthropometric traits in the UK Biobank

2023

Journal Article

Cross-ancestry analyses identify new genetic loci associated with 25-hydroxyvitamin D

Wang, Xiaotong, Hivert, Valentin, Groot, Shiane, Wang, Ying, Yengo, Loic, McGrath, John J., Kemper, Kathryn E., Visscher, Peter M., Wray, Naomi R. and Revez, Joana A. (2023). Cross-ancestry analyses identify new genetic loci associated with 25-hydroxyvitamin D. PLoS Genetics, 19 (11) e1011033, e1011033. doi: 10.1371/journal.pgen.1011033

Cross-ancestry analyses identify new genetic loci associated with 25-hydroxyvitamin D

2023

Journal Article

Advancing artificial intelligence to help feed the world

Hayes, Ben J., Chen, Chensong, Powell, Owen, Dinglasan, Eric, Villiers, Kira, Kemper, Kathryn E. and Hickey, Lee T. (2023). Advancing artificial intelligence to help feed the world. Nature Biotechnology, 41 (9), 1-2. doi: 10.1038/s41587-023-01898-2

Advancing artificial intelligence to help feed the world

2022

Journal Article

Parsimonious model for mass-univariate vertexwise analysis

Couvy-Duchesne, Baptiste, Zhang, Futao, Kemper, Kathryn E., Sidorenko, Julia, Wray, Naomi R., Visscher, Peter M., Colliot, Olivier and Yang, Jian (2022). Parsimonious model for mass-univariate vertexwise analysis. Journal of Medical Imaging, 9 (5) ARTN 052404, 1-19. doi: 10.1117/1.JMI.9.5.052404

Parsimonious model for mass-univariate vertexwise analysis

2021

Journal Article

Widespread signatures of natural selection across human complex traits and functional genomic categories

Zeng, Jian, Xue, Angli, Jiang, Longda, Lloyd-Jones, Luke R., Wu, Yang, Wang, Huanwei, Zheng, Zhili, Yengo, Loic, Kemper, Kathryn E., Goddard, Michael E., Wray, Naomi R., Visscher, Peter M. and Yang, Jian (2021). Widespread signatures of natural selection across human complex traits and functional genomic categories. Nature Communications, 12 (1) 1164, 1-12. doi: 10.1038/s41467-021-21446-3

Widespread signatures of natural selection across human complex traits and functional genomic categories

2021

Conference Publication

Association and prediction of phenotypic traits from neuroimaging data using a multi-component mixed model excluding the target vertex

Couvy-Duchesne, Baptiste, Zhang, Futao, Kemper, Kathryn E., Sidorenko, Julia, Wray, Naomi R., Visscher, Peter M., Yang, Jian and Colliot, Olivier (2021). Association and prediction of phenotypic traits from neuroimaging data using a multi-component mixed model excluding the target vertex. Conference on Medical Imaging - Image Processing, Online, 15-19 February, 2021. Bellingham, WA, United States: SPIE. doi: 10.1117/12.2581022

Association and prediction of phenotypic traits from neuroimaging data using a multi-component mixed model excluding the target vertex

2020

Journal Article

Genetic control of temperament traits across species: association of autism spectrum disorder risk genes with cattle temperament

Costilla, Roy, Kemper, Kathryn E., Byrne, Enda M., Porto-Neto, Laercio R., Carvalheiro, Roberto, Purfield, Deirdre C., Doyle, Jennifer L., Berry, Donagh P., Moore, Stephen S., Wray, Naomi R. and Hayes, Ben J. (2020). Genetic control of temperament traits across species: association of autism spectrum disorder risk genes with cattle temperament. Genetics Selection Evolution, 52 (1) 51, 51. doi: 10.1186/s12711-020-00569-z

Genetic control of temperament traits across species: association of autism spectrum disorder risk genes with cattle temperament